Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "108"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 108 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 225 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 218 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_28529/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 108, Node 9:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 0.54% 0.439693 -0.948679 0.241430 1.709234 -0.432724 -0.973513 -0.744552 0.868758 0.8018 0.8076 0.2450 2.427324 2.713065
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 0.637822 2.508253 -0.660108 1.018617 -0.177117 -0.671194 -0.810533 -0.532087 0.7345 0.7314 0.2541 2.253696 2.383132
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.138663 -0.922352 1.963548 1.767817 -0.792931 -0.565014 -1.824548 0.002109 0.0289 0.0372 0.0013 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 1.08% 0.015040 3.382548 -0.584749 1.951598 0.190291 -0.447546 -1.099737 -1.063757 0.6799 0.6892 0.3676 1.911754 1.874094
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 0.551260 3.496484 0.062269 1.430109 -0.268407 -0.368805 -0.945620 -1.121397 0.6843 0.6903 0.3612 1.832273 1.840772
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 0.00% 0.304493 3.755084 0.526296 0.660620 0.225422 -0.522797 -0.594994 0.117736 0.7250 0.7216 0.2837 1.492617 1.679763
2459588 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 220.188915 219.784495 inf inf 23.063676 26.432990 21.617767 19.846231 nan nan nan 0.000000 0.000000
2459587 digital_ok 0.00% - - - 3.50% 95.10% 0.363764 3.041570 -0.418905 2.460258 -0.813513 -0.015542 -1.184564 -1.311818 nan nan nan 7.316940 7.995211
2459586 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.979440 3.506024 3.657455 2.346203 7.886460 9.914953 0.781214 0.106435 0.6841 0.6911 0.3459 3.430851 3.444752
2459585 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 162.463695 162.150948 inf inf 15.559825 16.724426 1107.163502 1719.358431 nan nan nan 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.710206 16.815864 1.708199 1.691146 2.952132 2.754081 19.938554 20.646983 0.6686 0.6726 0.3703 14.590035 12.497743
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 96.77% 0.040520 3.233607 -0.173329 0.313034 -0.250169 -0.670245 -0.643676 -0.471161 0.6844 0.6895 0.3742 5.051571 2.643707
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 45.95% 0.00% 0.117395 3.057552 -0.237267 0.425909 -0.495523 -0.842229 -0.693719 -0.638181 0.6853 0.6903 0.3778 1.341881 1.269924
2459581 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.240815 4.785723 0.339622 0.023560 -0.676163 -0.618782 -0.350651 -0.577584 0.6841 0.6910 0.3774 3.673005 3.542006
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 90.32% 9.68% 0.205965 3.312120 -0.253947 0.176424 -0.020121 -0.143896 -0.791642 -0.515321 0.6875 0.6927 0.3721 0.000000 0.000000
2459579 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.237959 4.206516 0.112683 0.765759 -0.311391 -1.004099 -0.355499 -0.232207 0.6822 0.6909 0.3768 4.991547 5.625798
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.811125 -0.792798 0.589623 0.717952 -0.837694 -0.744129 -0.247557 -0.650600 0.0288 0.0268 0.0011 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.163200 3.785271 0.307369 0.174172 -0.882572 -0.024539 -0.631185 -0.406835 0.6831 0.6853 0.3747 1.611526 1.641904
2459576 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459575 digital_ok 0.00% 0.00% 0.00% 0.00% 4.84% 3.76% -0.140053 2.776565 0.000632 0.247552 -0.203661 -0.779340 0.006195 0.250599 0.7704 0.7738 0.3144 1.638463 1.741198
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -0.018676 2.650843 0.134174 0.263142 -0.775493 -0.613020 -0.708344 -0.676977 0.7082 0.7155 0.3648 1.549921 1.654699
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.286539 3.029664 0.076367 0.690621 -0.622512 -1.419857 -0.599859 -0.145077 0.6989 0.7085 0.3741 1.626924 1.627891
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 27.57% 0.00% 0.027031 2.974503 0.138310 0.245749 -0.857531 0.575740 -0.202816 -0.142234 0.6997 0.7071 0.3800 1.336757 1.355394
2459571 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459570 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.111479 1.424747 0.859071 0.636814 0.662104 0.802369 0.497507 0.672941 0.6880 0.6990 0.3587 0.000000 0.000000
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.210641 3.272199 0.373976 0.190479 0.283774 -0.313436 0.247580 0.115817 0.7806 0.7837 0.2282 1.918593 1.656744
2459566 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.029429 3.443053 0.256328 0.144487 -0.576877 -0.004281 -0.431437 -0.666732 0.0742 0.0729 0.0148 1.260612 1.264839
2459565 digital_ok 100.00% - - - 100.00% 0.00% 4239.647163 4239.647163 3976.060084 3976.060084 -0.657802 -0.657802 -1.839007 -1.839007 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 1.73% -0.714338 2.345341 0.740175 -1.227524 -0.621699 1.422419 -0.293498 -0.430968 0.7113 0.7137 0.3889 1.526628 1.454983
2459563 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.851954 1.834418 0.382844 0.331164 -0.103140 0.772745 0.051225 -0.022197 0.7110 0.7189 0.3766 1.692361 1.626516
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.837380 2.001169 0.117483 0.264075 -0.667175 0.231675 -0.142388 -0.115451 0.7134 0.7226 0.3751 1.667139 1.624987
2459560 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.91% 0.00% -0.844656 2.631672 0.358736 0.103136 -0.442907 0.790007 0.003270 -0.198242 0.7099 0.7166 0.3756 1.559717 1.473568
2459558 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.009503 4.180417 -0.250533 0.458399 -0.261065 0.546610 -0.354020 -0.410063 0.7119 0.7165 0.3814 3.387551 3.312658
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0286 0.0295 0.0009 nan nan
2459556 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.177216 4.278683 -0.004109 0.421854 -0.349245 0.271808 -0.570526 -0.300295 0.7104 0.7137 0.3820 3.786532 3.739438
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7117 0.7174 0.3897 nan nan
2459552 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 4.84% -0.513339 1.831614 0.428437 0.222843 -0.617415 0.006558 0.058047 0.818535 0.7054 0.7057 0.3834 1.564678 1.447889
2459550 digital_ok - 98.35% 98.35% 0.00% - - nan nan nan nan nan nan nan nan 0.0359 0.0359 0.0004 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.164920 3.649783 0.194321 0.198026 -0.295735 -0.284490 -0.428187 -0.318044 0.7095 0.7183 0.3920 1.728032 1.668596
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.132602 4.520282 -0.989506 -0.400642 0.265182 1.197917 -0.492335 -0.560987 0.7694 0.7723 0.3354 3.441343 3.146799
2459541 digital_ok 0.00% 1.34% 1.79% 0.00% 21.88% 0.00% -0.310049 3.939183 0.602727 0.733832 -0.258294 0.443096 -0.190355 0.107139 0.7583 0.7528 0.3166 1.603399 1.518304
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 7.14% -0.529108 1.460803 -0.024344 0.397321 0.284655 1.083274 -0.408008 0.419922 0.7675 0.7602 0.3257 1.520074 1.472360
2459536 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.273261 5.905694 1.500519 2.177734 -0.419594 -0.693614 0.244760 0.274425 0.7385 0.7364 0.4064 5.653752 4.703391
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.772020 1.507676 -0.069636 0.402362 -0.916329 0.535185 1.502306 0.393506 0.7882 0.7689 0.3455 1.718954 1.597837
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 0.00% -0.753812 1.518404 0.054729 0.394380 0.959829 0.696138 -0.082313 0.389791 0.7746 0.7553 0.3589 1.493748 1.561359
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% -0.237215 2.072363 -0.490918 0.394089 -0.675227 1.787139 -0.525565 0.425760 0.7305 0.7210 0.3903 1.629719 1.530820
2459532 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% -0.899519 1.867859 0.231585 0.567407 -0.261149 0.031003 0.012323 0.055856 0.7493 0.7365 0.3890 1.709425 1.610133
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.423691 2.995362 0.031421 1.229486 0.680348 6.451716 -0.187761 0.665386 0.9175 0.9469 0.2655 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% -0.864797 5.670334 1.110573 1.393594 1.300646 -0.628427 0.177524 0.333748 nan nan nan 6.119634 4.993874
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.688169 3.617178 0.709147 1.450212 0.335651 0.025899 -0.360670 -0.451472 0.6952 0.7237 0.3243 1.638080 1.744119
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.993257 -0.686891 0.241085 -0.114502 -0.742302 -0.271037 -0.337519 -0.296225 0.0322 0.0361 0.0007 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% -0.138735 2.479230 -0.542435 1.042723 -0.049230 1.857523 -0.783050 0.543421 0.9285 0.9600 0.1489 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.114870 4.509994 1.632844 2.723958 0.685368 2.843583 -0.155149 0.232550 0.8951 0.8772 0.1760 12.712464 14.627013
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.438242 5.153266 1.064253 3.249917 2.812869 3.849965 0.463068 0.878482 0.8917 0.8783 0.4120 0.000000 0.000000
2459501 digital_ok 0.00% 0.00% 0.00% 0.00% 76.74% 0.00% -0.170985 3.186854 -0.800974 1.194585 1.400964 3.058574 -0.566343 -0.448601 0.8387 0.8750 0.3578 0.000000 0.000000
2459500 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.076287 2.027830 -1.257334 0.368152 -0.629910 1.009909 -0.804597 0.084856 0.8731 0.8950 0.3598 0.000000 0.000000
2459499 digital_ok 0.00% 0.00% 0.00% 0.00% 97.37% 0.00% -0.720104 3.432907 -1.042382 1.281504 -0.303627 0.951094 -0.461931 0.566519 0.8837 0.9351 0.1842 0.000000 0.000000
2459498 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.689808 3.390122 -0.278495 1.660532 0.121930 1.463752 0.134583 0.855698 0.8818 0.8984 0.3904 0.000000 0.000000
2459497 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.806603 3.989171 -0.299271 1.564021 -0.302893 2.744752 -0.426692 0.679156 0.0966 0.0840 0.0093 0.000000 0.000000
2459496 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.388659 16.942732 11.004571 8.358199 20.154336 13.306160 1.983077 10.067234 0.1328 0.1380 0.0268 0.000000 0.000000
2459495 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.841809 3.514592 0.084962 1.383223 0.312619 0.680367 -0.346775 0.327426 0.1047 0.0691 0.0094 0.000000 0.000000
2459494 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.961315 4.321069 -0.533236 1.732613 -0.272183 1.435313 0.675028 1.044772 0.0867 0.0826 0.0109 0.000000 0.000000
2459492 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.666704 3.611903 0.180633 1.241213 0.507987 -0.570585 -0.184788 -0.039115 0.1262 0.1041 0.0242 0.000000 0.000000
2459491 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.103827 9.136659 16.596332 2.241747 22.353448 15.544809 12.377946 48.957429 0.1256 0.1518 0.0221 0.000000 0.000000
2459490 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.034935 4.512422 0.908594 1.714538 0.872217 -0.360489 0.375772 1.748499 0.1164 0.1062 0.0233 0.000000 0.000000
2459489 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.293958 3.671527 0.745117 1.922290 1.946792 0.200203 0.345653 1.049862 0.1259 0.1225 0.0212 0.000000 0.000000
2459488 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.496759 3.359589 0.713024 1.679500 0.786040 0.471351 0.105493 0.965077 0.1269 0.1066 0.0236 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 108: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Temporal Variability 15.379960 -0.253436 0.015806 -0.064166 -0.537906 15.379960 15.326530 -0.596639 -1.263922

Antenna 108: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 3.282161 3.282161 -0.079194 0.839792 -0.289923 0.290568 -1.818102 -1.563764 -1.014904

Antenna 108: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 5.787129 -0.367139 5.787129 -0.658468 1.267981 -1.196604 -0.830300 -0.530382 -1.290933

Antenna 108: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 1.824297 1.824297 -0.001602 1.050071 1.531958 1.062471 0.364483 -1.339494 0.175434

Antenna 108: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 0.842993 -0.187929 0.842993 0.561305 -1.004228 0.162259 -1.004687 0.279494 -0.670450

Antenna 108: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 1.143702 1.143702 -0.040718 -0.977997 0.615699 -0.992485 0.674755 -0.454571 0.342239

Antenna 108: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 1.985617 1.985617 0.097622 0.217825 0.374990 0.141509 -0.463623 -1.249625 -0.233694

Antenna 108: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 2.228474 2.228474 -0.040653 0.486077 0.451446 0.194828 -1.338186 -1.133119 -0.303636

Antenna 108: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 2.780099 0.321358 2.780099 0.965287 0.872756 -0.633313 0.171699 -0.118814 -1.469175

Antenna 108: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 1.625239 0.179990 1.625239 0.805195 -0.939878 0.049063 -1.128120 0.365957 -0.737634

Antenna 108: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 1.488341 1.488341 0.017327 -0.904807 0.889377 -1.090705 0.232815 -0.701518 0.270324

Antenna 108: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 3.674456 3.674456 0.660637 1.035978 1.243122 -0.022051 -0.134609 -1.441040 -0.002933

Antenna 108: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 2.373804 1.141369 2.373804 0.742363 -0.250141 -1.718390 -1.030600 -1.172662 -0.976568

Antenna 108: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 3.099724 3.099724 0.544694 0.413099 1.368924 0.339948 -0.709575 -1.336558 0.304760

Antenna 108: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 2.633211 0.542978 2.633211 0.809829 0.880508 -0.412061 0.340196 0.606582 -2.007150

Antenna 108: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 2.014266 0.266068 2.014266 0.448438 -0.804185 -0.346519 -1.032631 -0.242111 -0.778170

Antenna 108: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 0.686339 0.686339 -0.584551 -0.647419 0.369521 -1.012371 0.269780 -0.678852 -0.083263

Antenna 108: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Power inf 389.910468 389.840360 inf inf 2147.893703 1762.480462 6862.968500 7256.066779

Antenna 108: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Power inf 107.553838 617.893924 inf inf 21572.494293 135985.906075 73096.948002 387569.707039

Antenna 108: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Power 1.147996 -0.629981 -1.370523 1.147996 0.343452 0.831331 -0.589439 -0.328235 -0.177677

Antenna 108: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 2.675360 0.314958 2.675360 1.226738 0.394618 0.359189 -0.001598 0.663006 -1.318502

Antenna 108: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Shape 0.389530 0.196189 0.389530 -1.672339 -1.401490 -1.428706 -1.149264 -0.789622 -0.590897

Antenna 108: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Power 1.010113 -0.599026 -1.292599 1.010113 0.240724 -0.398946 -0.466857 -0.444885 -0.103241

Antenna 108: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Power 1.714538 1.173797 1.216106 1.714538 0.676327 0.786783 0.331248 0.300168 0.998960

Antenna 108: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 4.229680 0.544655 4.229680 0.130599 0.407451 -0.697263 -0.631766 0.323125 -0.918842

Antenna 108: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 4.112005 4.112005 0.389286 -0.360794 0.416012 -1.341483 -0.423660 -0.748124 0.115721

Antenna 108: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Temporal Discontinuties 5213.508442 2447.766431 2447.766431 2208.419435 2208.419435 1713.290976 1713.290976 5213.508442 5213.508442

Antenna 108: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Temporal Discontinuties 2600.956096 713.880826 713.880826 647.831530 647.831530 655.791234 655.791234 2600.956096 2600.956096

Antenna 108: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 N09 digital_ok ee Temporal Discontinuties 1740.927963 580.977602 580.977602 586.904697 586.904697 542.604784 542.604784 1740.927963 1740.927963

Antenna 108: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 N09 digital_ok nn Shape 3.385882 3.385882 0.574467 0.208172 0.620426 0.056737 0.000552 -0.770749 0.204189

Antenna 108: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 2.812283 1.048882 2.812283 1.300667 0.979694 -0.112160 0.088142 1.928200 1.358363

Antenna 108: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok ee Shape 1.557658 1.557658 -0.078176 0.604059 -0.197223 -0.740934 -0.919068 -0.345543 0.044887

Antenna 108: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 3.495027 -0.008499 3.495027 -0.553880 0.123674 -1.021345 -0.853093 -0.146355 -0.874198

Antenna 108: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 3.336635 0.004311 3.336635 -0.229871 0.569809 -0.810217 0.950250 -0.085148 -1.139793

Antenna 108: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 108: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 2.181737 2.181737 0.187431 0.546221 0.380076 -0.209020 -0.253381 -0.613173 1.564416

Antenna 108: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 3.160713 3.160713 0.217841 0.149342 0.415959 -0.379844 -0.935468 -0.685281 -0.339504

Antenna 108: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 4.607138 4.607138 0.534768 0.066672 0.628390 -0.385636 -1.670779 -0.803881 -0.515766

Antenna 108: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 3.848687 0.175339 3.848687 0.355222 0.466800 -0.218351 -0.020266 -0.680406 -1.220664

Antenna 108: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 3.822656 3.822656 0.676787 0.117507 1.406279 -0.497321 -1.438165 -0.760675 -0.315105

Antenna 108: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 3.955416 3.955416 0.472366 0.597998 -0.145424 -0.307823 -0.723751 -0.798625 1.090419

Antenna 108: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 3.354534 3.354534 0.522915 0.196346 0.238821 -0.743874 -0.022289 -0.651104 -0.326739

Antenna 108: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 108: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 2.374156 0.431669 2.374156 -0.085416 0.170336 -0.846692 0.525659 -0.396509 -0.163432

Antenna 108: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Temporal Discontinuties 1656.880975 52.680716 103.131083 116.274821 149.969941 34.622645 55.786664 1125.058727 1656.880975

Antenna 108: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Temporal Discontinuties 1251.809788 40.721292 54.579308 181.628779 242.703966 150.164995 257.294460 869.159886 1251.809788

Antenna 108: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok ee Temporal Discontinuties 1868.216317 120.409831 131.066619 293.832400 313.452409 90.899600 97.393531 1485.223362 1868.216317

Antenna 108: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Temporal Discontinuties 1579.619040 29.598888 36.969019 74.985784 84.574604 332.470679 466.367067 1243.100148 1579.619040

Antenna 108: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Temporal Discontinuties 586.068054 109.932786 56.435205 249.897442 197.832405 64.426914 45.878465 586.068054 416.190205

Antenna 108: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 2.516642 0.526434 2.516642 -0.632504 0.151283 -0.820376 0.218940 -0.554755 -0.684665

Antenna 108: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 1.795350 1.795350 0.718003 0.246471 -0.468899 0.708937 -1.060529 -0.834597 -0.951134

Antenna 108: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 1.399297 1.399297 0.069032 0.412737 -1.003073 1.172261 -0.929477 -1.401221 -0.471590

Antenna 108: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Power 2.116811 1.933862 2.033918 1.873486 2.116811 0.026770 0.889111 0.325617 0.276614

Antenna 108: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 1.902898 1.902898 0.470150 0.719961 -0.292157 1.235357 -0.568206 -0.949893 -0.445588

Antenna 108: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 2.736329 -0.271703 2.736329 0.628687 0.595954 0.233727 2.107073 -0.328897 -1.392393

Antenna 108: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
108 9 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 108: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
108 9 digital_ok nn Shape 1.376120 1.376120 1.062857 0.435114 0.145729 0.629338 0.344677 0.475446 -0.075001